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f-ewald/example.py

Created December 9, 2016 02:41
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Basic scipy example
Raw
example.py
from scipy import optimize
def objective_function(x):
return x[0] + x[1]
def constraint1(x):
# x + y == 12
return x[0] + x[1] - 12
def constraint2(x):
# X = 2 * Y
return x[0] - x[1] * 2
c1 = {'type': 'eq', 'fun': constraint1}
c2 = {'type': 'eq', 'fun': constraint2}
constraint_list = [c1, c2]
start_guess = (8,4)
print optimize.minimize(objective_function, start_guess,
constraints=constraint_list, method='SLSQP')
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